Reset training subject: 21423187381181 Reset training subject: 21437566367489 Adding measurement 615f9782 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=1.888605535030365;dx=-7.150229503285719E-8 New Minimum: 1.888605535030365 > 1.8886053562164307 WOLFE (weak): th(2.154434690031884)=1.8886053562164307; dx=-7.150226806745805E-8 evalInputDelta=1.7881393432617188E-7 New Minimum: 1.8886053562164307 > 1.8886049836874008 WOLFE (weak): th(4.308869380063768)=1.8886049836874008; dx=-7.150227831822799E-8 evalInputDelta=5.513429641723633E-7 New Minimum: 1.8886049836874008 > 1.8886044472455978 WOLFE (weak): th(12.926608140191302)=1.8886044472455978; dx=-7.150230757842696E-8 evalInputDelta=1.087784767150879E-6 New Minimum: 1.8886044472455978 > 1.8886010870337486 WOLFE (weak): th(51.70643256076521)=1.8886010870337486; dx=-7.150222252654179E-8 evalInputDelta=4.447996616363525E-6 New Minimum: 1.8886010870337486 > 1.8885843455791473 WOLFE (weak): th(258.53216280382605)=1.8885843455791473; dx=-7.150074496509954E-8 evalInputDelta=2.1189451217651367E-5 New Minimum: 1.8885843455791473 > 1.8884789049625397 WOLFE (weak): th(1551.1929768229563)=1.8884789049625397; dx=-7.149450237704003E-8 evalInputDelta=1.2663006782531738E-4 New Minimum: 1.8884789049625397 > 1.8877186328172684 WOLFE (weak): th(10858.350837760694)=1.8877186328172684; dx=-7.143503093062645E-8 evalInputDelta=8.869022130966187E-4 New Minimum: 1.8877186328172684 > 1.8815338462591171 WOLFE (weak): th(86866.80670208555)=1.8815338462591171; dx=-7.102445007821876E-8 evalInputDelta=0.007071688771247864 New Minimum: 1.8815338462591171 > 1.8266601040959358 WOLFE (weak): th(781801.26031877)=1.8266601040959358; dx=-6.732713170069921E-8 evalInputDelta=0.06194543093442917 New Minimum: 1.8266601040959358 > 1.440149113535881 END: th(7818012.6031877)=1.440149113535881; dx=-3.371201378944791E-8 evalInputDelta=0.44845642149448395 Fitness changed from 1.888605535030365 to 1.440149113535881 Iteration 1 complete. Error: 1.440149113535881 Total: 200.6407; Orientation: 0.0725; Line Search: 157.7798 Iteration 1 ![Iteration 1](etc/54e5e01b-6faf-4749-be7b-083a78cde6e2.jpg) Adding measurement 1d8ad813 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=1.440149113535881;dx=-4.0455548907876704E-8 New Minimum: 1.440149113535881 > 1.0475049316883087 END: th(1.684339755941405E7)=1.0475049316883087; dx=-1.622790702887076E-8 evalInputDelta=0.3926441818475723 Fitness changed from 1.440149113535881 to 1.0475049316883087 Iteration 2 complete. Error: 1.0475049316883087 Total: 42.5127; Orientation: 0.0727; Line Search: 28.4441 Iteration 2 ![Iteration 2](etc/a766dec8-a8c3-4d03-9346-07a504465200.jpg) Adding measurement 54e979f2 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=1.0475049316883087;dx=-3.7909723382027305E-8 Armijo: th(3.6288E7)=1.3785026744008064; dx=2.2877209475312357E-8 evalInputDelta=-0.3309977427124977 New Minimum: 1.0475049316883087 > 0.8955192416906357 WOLF (strong): th(1.8144E7)=0.8955192416906357; dx=9.693093662558548E-9 evalInputDelta=0.15198568999767303 New Minimum: 0.8955192416906357 > 0.8662954568862915 END: th(6048000.0)=0.8662954568862915; dx=-1.6752041829900558E-8 evalInputDelta=0.1812094748020172 Fitness changed from 1.0475049316883087 to 0.8662954568862915 Iteration 3 complete. Error: 0.8662954568862915 Total: 71.3686; Orientation: 0.0707; Line Search: 57.5878 Iteration 3 ![Iteration 3](etc/795992c3-7045-4327-83c9-7509533ac584.jpg) Adding measurement 1078cd17 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.122e+03, gradient 1.426e-04, dot -0.808; [dbd9bc98-c55e-4dda-8c87-7dddf84a5dc6 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.8662954568862915, 1.0475049316883087, 1.440149113535881, 1.888605535030365 LBFGS Accumulation History: 3 points Removed measurement 1078cd17 to history. Total: 3 th(0)=0.8662954568862915;dx=-2.032146681303146E-8 New Minimum: 0.8662954568862915 > 0.671900786459446 END: th(1.3030021005312834E7)=0.671900786459446; dx=-1.3299773279312878E-8 evalInputDelta=0.19439467042684555 Fitness changed from 0.8662954568862915 to 0.671900786459446 Iteration 4 complete. Error: 0.671900786459446 Total: 43.7451; Orientation: 1.6188; Line Search: 28.5700 Iteration 4 ![Iteration 4](etc/e0c4b3d6-72ff-4e21-bb9e-3fce22a1ac31.jpg) Adding measurement 4b69dd78 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.417e+04, gradient 1.318e-04, dot -0.832; [dbd9bc98-c55e-4dda-8c87-7dddf84a5dc6 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.671900786459446, 1.0475049316883087, 1.440149113535881, 1.888605535030365 LBFGS Accumulation History: 3 points Removed measurement 4b69dd78 to history. Total: 3 th(0)=0.671900786459446;dx=-1.7374843065915202E-8 New Minimum: 0.671900786459446 > 0.47709521651268005 END: th(2.8072329265690092E7)=0.47709521651268005; dx=-1.6385351598766888E-9 evalInputDelta=0.1948055699467659 Fitness changed from 0.671900786459446 to 0.47709521651268005 Iteration 5 complete. Error: 0.47709521651268005 Total: 44.6199; Orientation: 1.6222; Line Search: 27.8689 Iteration 5 ![Iteration 5](etc/1fafc6b5-87cc-4d27-bc2b-d336c1546b69.jpg) Adding measurement 22b383c1 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.855e+03, gradient 2.063e-04, dot -0.417; [dbd9bc98-c55e-4dda-8c87-7dddf84a5dc6 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.47709521651268005, 1.0475049316883087, 1.440149113535881, 1.888605535030365 LBFGS Accumulation History: 3 points Removed measurement 22b383c1 to history. Total: 3 th(0)=0.47709521651268005;dx=-4.255854138224128E-8 Armijo: th(6.0480000000000015E7)=1.2561885118484497; dx=2.7996928491440115E-8 evalInputDelta=-0.7790932953357697 New Minimum: 0.47709521651268005 > 0.3817565441131592 WOLF (strong): th(3.0240000000000007E7)=0.3817565441131592; dx=7.266550646997454E-9 evalInputDelta=0.09533867239952087 New Minimum: 0.3817565441131592 > 0.30334164947271347 END: th(1.0080000000000002E7)=0.30334164947271347; dx=-5.409223858806797E-10 evalInputDelta=0.17375356703996658 Fitness changed from 0.47709521651268005 to 0.30334164947271347 Iteration 6 complete. Error: 0.30334164947271347 Total: 71.3574; Orientation: 1.6020; Line Search: 56.1672 Adding measurement 32b69334 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.398e+04, gradient 1.263e-04, dot -0.641; [dbd9bc98-c55e-4dda-8c87-7dddf84a5dc6 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.30334164947271347, 1.0475049316883087, 1.440149113535881, 1.888605535030365 LBFGS Accumulation History: 3 points Removed measurement 32b69334 to history. Total: 3 th(0)=0.30334164947271347;dx=-1.5952797558945536E-8 New Minimum: 0.30334164947271347 > 0.21583245694637299 WOLF (strong): th(2.1716701675521392E7)=0.21583245694637299; dx=3.625300822594022E-9 evalInputDelta=0.08750919252634048 New Minimum: 0.21583245694637299 > 0.19369810074567795 END: th(1.0858350837760696E7)=0.19369810074567795; dx=-5.021490697325876E-9 evalInputDelta=0.10964354872703552 Fitness changed from 0.30334164947271347 to 0.19369810074567795 Iteration 7 complete. Error: 0.19369810074567795 Total: 56.3521; Orientation: 1.6199; Line Search: 40.8448 Adding measurement 3c9e0ae2 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.230e+04, gradient 1.080e-04, dot -0.667; [dbd9bc98-c55e-4dda-8c87-7dddf84a5dc6 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.19369810074567795, 1.0475049316883087, 1.440149113535881, 1.888605535030365 LBFGS Accumulation History: 3 points Removed measurement 3c9e0ae2 to history. Total: 3 th(0)=0.19369810074567795;dx=-1.167422406859426E-8 New Minimum: 0.19369810074567795 > 0.08300855755805969 END: th(2.339360772140841E7)=0.08300855755805969; dx=-3.2428259852997403E-9 evalInputDelta=0.11068954318761826 Fitness changed from 0.19369810074567795 to 0.08300855755805969 Iteration 8 complete. Error: 0.08300855755805969 Total: 47.0696; Orientation: 1.6120; Line Search: 29.9379 Adding measurement 296ce6a5 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.448e+04, gradient 1.304e-04, dot -0.540; [dbd9bc98-c55e-4dda-8c87-7dddf84a5dc6 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.08300855755805969, 1.0475049316883087, 1.440149113535881, 1.888605535030365 LBFGS Accumulation History: 3 points Removed measurement 296ce6a5 to history. Total: 3 th(0)=0.08300855755805969;dx=-1.700942757775821E-8 Armijo: th(5.0400000000000015E7)=0.7483170032501221; dx=2.0786526837601772E-8 evalInputDelta=-0.6653084456920624 Armijo: th(2.5200000000000007E7)=0.13451318442821503; dx=1.2504162577251749E-8 evalInputDelta=-0.051504626870155334 New Minimum: 0.08300855755805969 > -0.011170744895935059 END: th(8400000.000000002)=-0.011170744895935059; dx=-4.29356540932859E-9 evalInputDelta=0.09417930245399475 Fitness changed from 0.08300855755805969 to -0.011170744895935059 Iteration 9 complete. Error: -0.011170744895935059 Total: 75.6757; Orientation: 1.7152; Line Search: 58.0925 Adding measurement 41ebabb4 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.279e+04, gradient 9.370e-05, dot -0.661; [dbd9bc98-c55e-4dda-8c87-7dddf84a5dc6 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.011170744895935059, 1.0475049316883087, 1.440149113535881, 1.888605535030365 LBFGS Accumulation History: 3 points Removed measurement 41ebabb4 to history. Total: 3 th(0)=-0.011170744895935059;dx=-8.779993458710836E-9 New Minimum: -0.011170744895935059 > -0.09087952971458435 END: th(1.8097251396267828E7)=-0.09087952971458435; dx=-3.846536522916942E-9 evalInputDelta=0.07970878481864929 Fitness changed from -0.011170744895935059 to -0.09087952971458435 Iteration 10 complete. Error: -0.09087952971458435 Total: 42.9826; Orientation: 1.5870; Line Search: 27.2338 Iteration 10 ![Iteration 10](etc/38bf76ac-deb4-4e6a-9825-a31d5b934e11.jpg) Final threshold in iteration 11: -0.09087952971458435 (> -Infinity) after 696.622s (< 3600.000s)